An Introduction to Statistical Signal Processing

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Highlights

ISBN13:9780521131827
ISBN10:0521131820
Publisher:Cambridge University Press
Language:English
Author:Robert M Gray and Lee D Davisson and Gray Robert M
Binding:Paperback
SUPC: SDL303926833

Description

Brief Description

A guide to the essential tools and techniques of statistical signal processing, along with applications.

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This volume describes the essential tools and techniques of statistical signal processing. At every stage, theoretical ideas are linked to specific applications in communications and signal processing. The book begins with an overview of basic probability, random objects, expectation, and second-order moment theory, followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the text.

Review Quotes

1. "One of the book's strengths is its thematic focus, guiding the reader on a straight road to mean squared calculus. The authors are careful in not assuming prior knowledge of probability theory or even measure theory, and the text connects readily to undergraduate courses on elementary probability and linear systems. The writing itself is carved in a sequential and elaborate style following the credo of linear development of material. Emphasizing intuitive arguments, the text provides helpful discussions of notions and basic concepts. A wealth of problem questions are proposed." - Journal of the American Statistical Association.

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Product Type: Engineering Books Electrical & Electronic Engineering Books
Brand: Books
Binding: Paperback
Language: English

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